Table Data - All Employees: Wholesale Trade in Winston-Salem, NC (MSA)

Title All Employees: Wholesale Trade in Winston-Salem, NC (MSA)
Series ID SMU37491804100000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-09-01
Last Updated 2026-10-20 10:17 AM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 7.8370147572
1990-02-01 7.8362381080
1990-03-01 7.9097840415
1990-04-01 7.9668571520
1990-05-01 7.9358570773
1990-06-01 7.9586647564
1990-07-01 7.9531125263
1990-08-01 7.8781706610
1990-09-01 7.8666903666
1990-10-01 7.8837114201
1990-11-01 7.9232024799
1990-12-01 7.8536008774
1991-01-01 7.8278767270
1991-02-01 7.8357725667
1991-03-01 7.8139262597
1991-04-01 7.7601313766
1991-05-01 7.7367486384
1991-06-01 7.7620084984
1991-07-01 7.5607159760
1991-08-01 7.6836507100
1991-09-01 7.6705464691
1991-10-01 7.6869355031
1991-11-01 7.6256633646
1991-12-01 7.6499594854
1992-01-01 7.6071984138
1992-02-01 7.6249801385
1992-03-01 7.6192352051
1992-04-01 7.5597523064
1992-05-01 7.6419266931
1992-06-01 7.4685474663
1992-07-01 7.5691143419
1992-08-01 7.5858342779
1992-09-01 7.5732875045
1992-10-01 7.4888522903
1992-11-01 7.3286731934
1992-12-01 7.3450999188
1993-01-01 7.4863470969
1993-02-01 7.5152731565
1993-03-01 7.5250355160
1993-04-01 7.5645340919
1993-05-01 7.5429869792
1993-06-01 7.5774305093
1993-07-01 7.6819908114
1993-08-01 7.6825554172
1993-09-01 7.6690934016
1993-10-01 7.5902280896
1993-11-01 7.7237280374
1993-12-01 7.7362246838
1994-01-01 7.7766282883
1994-02-01 7.7078303327
1994-03-01 7.7278595716
1994-04-01 7.8762994139
1994-05-01 7.8517236824
1994-06-01 7.8884450831
1994-07-01 7.7881826911
1994-08-01 7.8770494251
1994-09-01 7.9664955355
1994-10-01 7.9860003231
1994-11-01 7.8175842285
1994-12-01 8.0275991323
1995-01-01 8.1711184593
1995-02-01 8.0106128166
1995-03-01 7.9273368257
1995-04-01 7.8838151859
1995-05-01 7.8514915777
1995-06-01 7.8997236395
1995-07-01 7.8928533281
1995-08-01 7.8783649181
1995-09-01 7.8733171906
1995-10-01 8.0876725503
1995-11-01 8.0057954574
1995-12-01 8.0233604135
1996-01-01 8.0618534129
1996-02-01 8.1074463146
1996-03-01 8.1175290824
1996-04-01 8.0979340778
1996-05-01 8.1550690637
1996-06-01 8.1117086006
1996-07-01 8.0913696949
1996-08-01 8.1763227823
1996-09-01 8.1790381348
1996-10-01 8.0883796535
1996-11-01 8.0923414367
1996-12-01 8.0220517437
1997-01-01 8.1593265029
1997-02-01 8.2088572346
1997-03-01 8.3029681262
1997-04-01 8.3114765973
1997-05-01 8.3519600737
1997-06-01 8.4284256834
1997-07-01 8.4899572845
1997-08-01 8.4717136441
1997-09-01 8.4795934838
1997-10-01 8.4879828132
1997-11-01 8.5793321020
1997-12-01 8.4196581967
1998-01-01 8.2545507331
1998-02-01 8.3123029470
1998-03-01 8.2865328991
1998-04-01 8.3153189158
1998-05-01 8.3533056393
1998-06-01 8.3423292447
1998-07-01 8.3798769392
1998-08-01 8.3754743434
1998-09-01 8.3850150933
1998-10-01 8.4923475704
1998-11-01 8.5795890008
1998-12-01 8.6183913790
1999-01-01 8.6529151622
1999-02-01 8.8312692563
1999-03-01 8.8889005033
1999-04-01 8.8136061185
1999-05-01 8.7478327622
1999-06-01 8.8464184046
1999-07-01 8.8701230285
1999-08-01 9.0690263929
1999-09-01 8.9845091136
1999-10-01 8.9962990423
1999-11-01 9.0872937081
1999-12-01 9.0193384292
2000-01-01 9.0425710533
2000-02-01 9.0422709198
2000-03-01 9.0923263909
2000-04-01 9.0015230861
2000-05-01 8.9348074002
2000-06-01 8.9351242951
2000-07-01 8.9616426377
2000-08-01 8.9797640646
2000-09-01 8.9939653052
2000-10-01 9.0114846834
2000-11-01 9.0135023835
2000-12-01 9.0316096780
2001-01-01 9.0225651539
2001-02-01 8.9446126973
2001-03-01 8.8878595863
2001-04-01 8.8816885528
2001-05-01 8.8172732535
2001-06-01 8.8128678940
2001-07-01 8.8570473507
2001-08-01 8.7850034392
2001-09-01 8.8126421155
2001-10-01 8.7360228524
2001-11-01 8.6524655665
2001-12-01 8.6524991223
2002-01-01 8.4928949172
2002-02-01 8.4334824113
2002-03-01 8.4782645062
2002-04-01 8.6591203938
2002-05-01 8.6007283838
2002-06-01 8.5864366696
2002-07-01 8.5486695653
2002-08-01 8.5970467392
2002-09-01 8.5326222528
2002-10-01 8.5607807276
2002-11-01 8.5881262087
2002-12-01 8.5741165556
2003-01-01 8.7754682768
2003-02-01 8.7311408880
2003-03-01 8.7710347371
2003-04-01 8.9424329233
2003-05-01 8.8862032907
2003-06-01 8.8537612513
2003-07-01 8.8390699032
2003-08-01 8.8028452281
2003-09-01 8.9531087770
2003-10-01 8.9857350612
2003-11-01 8.8192836378
2003-12-01 9.0946353194
2004-01-01 9.1564584628
2004-02-01 9.2234883869
2004-03-01 9.2598754867
2004-04-01 9.2266882689
2004-05-01 9.1801058053
2004-06-01 9.2302558465
2004-07-01 9.2342963592
2004-08-01 9.3075969528
2004-09-01 9.1630889106
2004-10-01 9.2130675336
2004-11-01 9.1397824042
2004-12-01 9.1044070691
2005-01-01 8.8418633872
2005-02-01 9.1034133423
2005-03-01 8.9375593847
2005-04-01 8.9210799904
2005-05-01 8.8941984672
2005-06-01 8.8243925689
2005-07-01 8.8394020695
2005-08-01 8.7146055767
2005-09-01 8.5724856158
2005-10-01 8.7249829305
2005-11-01 8.7435280170
2005-12-01 8.6944712245
2006-01-01 8.8382654593
2006-02-01 8.7854582646
2006-03-01 8.8290252359
2006-04-01 8.8254716386
2006-05-01 9.0127975182
2006-06-01 8.9315128108
2006-07-01 8.8378567432
2006-08-01 8.8134364554
2006-09-01 8.8754232048
2006-10-01 8.8241451850
2006-11-01 8.8334036723
2006-12-01 8.8732840151
2007-01-01 8.9435419786
2007-02-01 8.9772539290
2007-03-01 9.0307253455
2007-04-01 9.1409905009
2007-05-01 9.0312056085
2007-06-01 9.0403605479
2007-07-01 9.0396446865
2007-08-01 9.1113882919
2007-09-01 9.0811881546
2007-10-01 8.9126670830
2007-11-01 8.9098046363
2007-12-01 8.9463655967
2008-01-01 8.8515069469
2008-02-01 8.9733145092
2008-03-01 8.8406092532
2008-04-01 8.7458676176
2008-05-01 8.7388943434
2008-06-01 8.7617664669
2008-07-01 8.9449628421
2008-08-01 8.7219811901
2008-09-01 8.6906937004
2008-10-01 8.6992863759
2008-11-01 8.5791992251
2008-12-01 8.5279180581
2009-01-01 8.3548287703
2009-02-01 8.2657234061
2009-03-01 8.1419020112
2009-04-01 8.0448474022
2009-05-01 8.0396697161
2009-06-01 7.8796102240
2009-07-01 7.9597551105
2009-08-01 7.9426737071
2009-09-01 7.8056647582
2009-10-01 7.8852812234
2009-11-01 7.8523175944
2009-12-01 7.8157309684
2010-01-01 7.8576170676
2010-02-01 7.8656631443
2010-03-01 7.8439628044
2010-04-01 7.8395506299
2010-05-01 7.8301577487
2010-06-01 7.8959559759
2010-07-01 7.8651719841
2010-08-01 7.8581336891
2010-09-01 7.9181151031
2010-10-01 7.8809293937
2010-11-01 7.9322776432
2010-12-01 7.9134623732
2011-01-01 7.8524564710
2011-02-01 7.8666642830
2011-03-01 7.8354893952
2011-04-01 7.9371094295
2011-05-01 7.9251359726
2011-06-01 7.9029241310
2011-07-01 7.9717095156
2011-08-01 7.9713646198
2011-09-01 8.0221830088
2011-10-01 8.0806061490
2011-11-01 8.1213610029
2011-12-01 8.1133402194
2012-01-01 8.2536031118
2012-02-01 8.1716780162
2012-03-01 8.2244154508
2012-04-01 8.2346968468
2012-05-01 8.2244717346
2012-06-01 8.2093551124
2012-07-01 8.0741638792
2012-08-01 8.0734454251
2012-09-01 8.1150500013
2012-10-01 8.1841390552
2012-11-01 8.4225578638
2012-12-01 8.3228611965
2013-01-01 8.2519606016
2013-02-01 8.2729156118
2013-03-01 8.3065869581
2013-04-01 8.3373155268
2013-05-01 8.4323317307
2013-06-01 8.3058975056
2013-07-01 8.3752518751
2013-08-01 8.3709705358
2013-09-01 8.4056706024
2013-10-01 8.2807345282
2013-11-01 8.3323401217
2013-12-01 8.3298760620
2014-01-01 8.4578078981
2014-02-01 8.4745726589
2014-03-01 8.4985754232
2014-04-01 8.4433350885
2014-05-01 8.4387575541
2014-06-01 8.5016166432
2014-07-01 8.5692274731
2014-08-01 8.6655878820
2014-09-01 8.5915793812
2014-10-01 8.6783937777
2014-11-01 8.6419825020
2014-12-01 8.6431643384
2015-01-01 8.5603594375
2015-02-01 8.5724062222
2015-03-01 8.5933909336
2015-04-01 8.5436986837
2015-05-01 8.5433284246
2015-06-01 8.5920768847
2015-07-01 8.5663931565
2015-08-01 8.5677398321
2015-09-01 8.5868289125
2015-10-01 8.5778352499
2015-11-01 8.5511381603
2015-12-01 8.4523738129
2016-01-01 8.5649212457
2016-02-01 8.5676211433
2016-03-01 8.4965071303
2016-04-01 8.6349130004
2016-05-01 8.6365915192
2016-06-01 8.6820013548
2016-07-01 8.6672977510
2016-08-01 8.6773095374
2016-09-01 8.6912349495
2016-10-01 8.6796215803
2016-11-01 8.6559900781
2016-12-01 8.6648306381
2017-01-01 8.6622849681
2017-02-01 8.6602103153
2017-03-01 8.5973210763
2017-04-01 8.6170481015
2017-05-01 8.6194261813
2017-06-01 8.6735489346
2017-07-01 8.7783659243
2017-08-01 8.7964573133
2017-09-01 8.9081961588
2017-10-01 8.8802947279
2017-11-01 8.9594221113
2017-12-01 8.9687856641
2018-01-01 8.9558761176
2018-02-01 8.9501754772
2018-03-01 8.9960459027
2018-04-01 8.9997098919
2018-05-01 9.0000548748
2018-06-01 8.9718790807
2018-07-01 8.6912171171
2018-08-01 8.7149264661
2018-09-01 8.6223916741
2018-10-01 8.5903013697
2018-11-01 8.5659129239
2018-12-01 8.5785089333
2019-01-01 8.5369022914
2019-02-01 8.5346968580
2019-03-01 8.4861866115
2019-04-01 8.4851450704
2019-05-01 8.4868334245
2019-06-01 8.4811136324
2019-07-01 8.4007580634
2019-08-01 8.4259733429
2019-09-01 8.3359692115
2019-10-01 8.4010707481
2019-11-01 8.3753341147
2019-12-01 8.2812110827
2020-01-01 8.3172011212
2020-02-01 8.3211166670
2020-03-01 8.2734042670
2020-04-01 7.8825165717
2020-05-01 7.8861502121
2020-06-01 7.7910916507
2020-07-01 7.9060304541
2020-08-01 7.9253360308
2020-09-01 8.0380641609
2020-10-01 8.1122454657
2020-11-01 8.0847885383
2020-12-01 8.1865221031
2021-01-01 8.0980611688
2021-02-01 8.1080908244
2021-03-01 8.1669243958
2021-04-01 8.1846447168
2021-05-01 8.1903184911
2021-06-01 8.2054768242
2021-07-01 8.2039763699
2021-08-01 8.2209919732
2021-09-01 8.1285125891
2021-10-01 8.2189509995
2021-11-01 8.2965237678
2021-12-01 8.1848190350
2022-01-01 8.3839816086
2022-02-01 8.5026288049
2022-03-01 8.4681555433
2022-04-01 8.4935249860
2022-05-01 8.5006395405
2022-06-01 8.5205356467
2022-07-01 8.5945048426
2022-08-01 8.6094094663
2022-09-01 8.6130478815
2022-10-01 8.6239749341
2022-11-01 8.7006635698
2022-12-01 8.7810002676
2023-01-01 8.8740818197
2023-02-01 9.0054688367
2023-03-01 8.9801843712
2023-04-01 8.9047468896
2023-05-01 8.9104022322
2023-06-01 8.9357667614
2023-07-01 8.8764848479
2023-08-01 8.8979552337
2023-09-01 8.8988561299
2023-10-01 8.8208400004
2023-11-01 8.8002506060
2023-12-01 8.7736706294
2024-01-01 8.7728235472
2024-02-01 8.8139381352
2024-03-01 8.6977977186
2024-04-01 8.7177093506
2024-05-01 8.7189424894
2024-06-01 8.6387130146
2024-07-01 8.6650169791
2024-08-01 8.6874252545
2024-09-01 8.5906282221
2024-10-01 8.5103431381
2024-11-01 8.3922702981
2024-12-01 8.3716387011
2025-01-01 8.2764581670
2025-02-01 8.2191562248
2025-03-01 8.2174156202
2025-04-01 8.2265645882
2025-05-01 8.2228949299
2025-06-01 8.2396049081
2025-07-01 8.2565356543
2025-08-01 8.2839001678
2025-09-01 8.2852934928
2025-10-01 8.3963791271
2025-11-01 8.3850545683
2025-12-01 8.3667260519
2026-01-01 8.3827160979
2026-02-01 8.3282931953
2026-03-01 8.3305892966
2026-04-01 8.3322918018
2026-05-01 8.3258163419
2026-06-01 8.3380280845
2026-07-01 8.3514297124
2026-08-01 8.2815227736
2026-09-01 8.2846868405

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